Jiahao Chen

Parity

Chief Technology Officer

222 East 44th Street

New York, NY 10017

United States

http://https://getparity.ai

MIT CSAIL

Research Scientist

Stata Center

32 Vassar Street

Cambridge, MA 02139

United States

http://https://csail.mit.edu

  • Parity

  • MIT CSAIL

SCHOLARLY PAPERS

4

DOWNLOADS

322

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (4)

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1.

The Four-Fifths Rule is Not Disparate Impact: A Woeful Tale of Epistemic Trespassing in Algorithmic Fairness

Parity Technologies, Inc., Technical Report P22-1, v0.3.0
Number of pages: 12 Posted: 24 Feb 2022 Last Revised: 04 Mar 2022
Elizabeth Anne Watkins, Elizabeth Anne Watkins, Michael McKenna and Jiahao Chen
Princeton University Center for Information Technology PolicyData & Society Research Institute, Senior Data Scientist and Parity
Downloads 110 (420,590)

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disparate impact, AI ethics, discrimination law, metrics, fairness, bias, optimization, employment, civil rights

2.

Debiasing Classifiers: Is Reality at Variance With Expectation?

Number of pages: 11 Posted: 11 Jan 2021
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen and Sebastian J. Vollmer
Birla Institute of Technology & Science (BITS), Pilani, Ludwig Maximilian University of Munich (LMU), Ludwig Maximilians University Munich, Parity, affiliation not provided to SSRN, affiliation not provided to SSRN, Ecole Normale Superieure de Cachan (ENS), University of Warwick - Social Science and Systems in Health Unit and The Alan Turing Institute
Downloads 87 (491,849)
Citation 4

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Bias Mitigation, Fairness, Out-of-Sample, Test Error, Cross-Validation

3.

Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

Proceedings of the ACM Conference on Fairness, Accountability, and Transparency, Atlanta, GA, Jan 29-31, 2019. doi:10.1145/3287560.3287594, 2018
Number of pages: 13 Posted: 18 Dec 2018
Jiahao Chen, Nathan Kallus, Xiaojie Mao, Geoffry Svacha and Madeleine Udell
Parity, Cornell University - Cornell Tech NYC, Cornell University - Cornell Tech NYC, Independent and Cornell University
Downloads 63 (589,383)
Citation 2

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fair lending, disparate impact, protected class, racial discrimination, race imputation, probabilistic proxy model, Bayesian Improved Surname Geocoding

4.

On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services

Proceedings of the 2nd ACM International Conference on AI in Finance (ICAIF '21); doi:10.1145/3490354.3494408
Number of pages: 10 Posted: 02 Nov 2021
Eren Kurshan, Jiahao Chen, victor storchan and Hongda Shen
Columbia University, Parity, affiliation not provided to SSRN and University of Alabama at Huntsville
Downloads 62 (594,134)

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